MCP Server Quality Scores
Independent quality analysis of 69153 public MCP servers
Last updated 0 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 54901 |
gacha-task
Claim
A gamified task management MCP server that mimics League of Legends ranked matc…
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| 54902 |
mycobot-mcp
Claim
Enables sending pick-and-place instructions to myCobot using object detection v…
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| 54903 |
jp-pint-mcp
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jp-pint-mcp
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| 54904 |
CloudCrane
Claim
Ask your assistant for an app and it lands on your phone: offline, data on the …
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| 54905 |
sec-aircrack-ng-mcp
Claim
Enables AI assistants to perform authorized WiFi security assessments, includin…
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| 54906 |
Remote MCP Server
Claim
A Python-based MCP server that provides mathematical tools like addition and ra…
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| 54907 |
JoinLayer
Claim
Operate secure JoinLayer data pipelines through delegated OAuth.
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| 54908 |
Enables AI models to read, search, and write notes in an Obsidian vault followi…
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| 54909 |
Searchable football data provider docs for AI coding agents.
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| 54910 |
Enables AI assistants like Claude to interact with humans through intuitive GUI…
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| 54911 |
AiAgentWalletMCP
Claim
Enables AI agents to access a marketplace of paid tools by automatically handli…
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| 54912 |
CodeForge MCP
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A self-hosted MCP server that provides a single execute_code tool, enabling age…
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| 54913 |
Execute KQL in AI prompts via NL2KQL with schema discovery and Azure Data Explo…
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| 54914 |
openstreetmap-mcp-server
Claim
Geocode, reverse geocode, and run Overpass spatial queries on OpenStreetMap dat…
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| 54915 |
Reviewable workspace discovery and private HTML review creation via stdio MCP.
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| 54916 |
An MCP server that wraps the Apache Airflow REST API, enabling clients to manag…
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| 54917 |
mcp-server-blog
Claim
A demo MCP server illustrating production patterns including OAuth 2.0 token va…
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| 54918 |
Enables interaction with Google Search Console via MCP, offering search analyti…
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| 54919 |
Maya MCP Server
Claim
Enables AI-assisted 3D modeling and scene control in Autodesk Maya through natu…
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| 54920 |
MCP server for Microsoft SQL Server — read and data write operations, no DDL
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| 54921 |
An MCP server that provides Korean weather information from the Korea Meteorolo…
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| 54922 |
canvas-mcp
Claim
Enables AI agents to interact with Canvas LMS via its REST API for reading cour…
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| 54923 |
mcp-recall-md
Claim
Enables semantic search over local markdown note collections using vector embed…
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| 54924 |
chem-inventory-mcp
Claim
MCP server for managing chemical inventory with SQLite. Enables search, detail …
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| 54925 |
Provides unrestricted access to your development environment with filesystem op…
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| 54926 |
csv-explorer-mcp
Claim
A Model Context Protocol server for exploring and analyzing CSV files, providin…
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| 54927 |
trazabilidad-mcp
Claim
MCP server that exposes code tracing capabilities including journey flows, HTTP…
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| 54928 |
why-did-you-render-mcp
Claim
Bridges unnecessary React re-render data from the browser to coding agents, ena…
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| 54929 |
0g-chain-mcp
Claim
Production-ready MCP server for 0G Chain blockchain operations, enabling wallet…
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| 54930 |
openapi-navigator
Claim
Navigate and query OpenAPI specs with fuzzy search, pagination, and API testing
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| 54931 |
mcp-transport-feeds
Claim
Enables browsing and fetching transport and mobility news feeds from curated so…
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| 54932 |
PP/DS MCP Server
Claim
Enables AI-assisted planning inquiries by exposing PP/DS OData APIs as MCP tool…
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| 54933 |
Cross-venue Polymarket+Kalshi arbitrage: resolution mismatch, void risk & settl…
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| 54934 |
code-review-mcp
Claim
Enables comprehensive code reviews using multiple AI models (O3, Gemini, Claude…
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| 54935 |
MCP Java Backend Suite
Claim
A comprehensive MCP toolkit for Java backend developers, providing 35 tools acr…
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| 54936 |
mcp-iso8859-writer
Claim
Enables writing and editing files in ISO-8859-1 encoding, automatically convert…
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| 54937 |
xAI Grok MCP Bridge
Claim
Enables using the xAI Grok CLI as an MCP sub-agent for code review, asking ques…
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| 54938 |
MCP UJI Academic Server
Claim
Enables querying academic data from Universitat Jaume I, including subjects, de…
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| 54939 |
indmoney-mcp
Claim
Read-only INDmoney portfolio access for Claude — Indian stocks, mutual funds, U…
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| 54940 |
Enables AI assistants to search LinkedIn's Ad Library for sponsored ads, job po…
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| 54941 |
Provides access to GitHub v3 REST API functionality through STDIO mode with Fas…
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| 54942 |
Leave MCP Server
Claim
Enables LLM clients to handle leave applications by providing tools for initial…
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| 54943 |
Brevo MCP Server
Claim
MCP server for Brevo email marketing platform enabling campaign management, ana…
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| 54944 |
firefox-relay-mcp
Claim
Enables managing Firefox Relay masks (random and domain) via MCP tools, includi…
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| 54945 |
Fpl Universal MCP Server
Claim
Provides a standardized interface for interacting with Fpl's tools and services…
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| 54946 |
shodan-mcp
Claim
Enables searching Shodan for devices and services, and looking up host details,…
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| 54947 |
LeetCode MCP Server
Claim
An MCP server that provides tools to interact with the LeetCode API, enabling p…
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| 54948 |
mcp-server-joeleesuh
Claim
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| 54949 |
weather-mcp
Claim
Exposes weather data from the free Open-Meteo API via decorator-driven MCP tool…
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| 54950 |
Writeathon MCP Server
Claim
Enables users to interact with the Writeathon platform for managing cards, spac…
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